Shimoni, Yishai

1. Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis
   2018/02/14 by Yishai Shimoni, Shimoni, Yishai, Chen Yanover +5 · 5 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods in Clinical Trials
2. An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference
   2019/06/02 by Yishai Shimoni, Ehud Karavani, Shimoni, Yishai +13 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
3. A discriminative approach for finding and characterizing positivity violations using decision trees
   2019/07/18 by Ehud Karavani, Karavani, Ehud, Peter Michael Bak +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
4. Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
   2024/01/31 by Lucile Ter-Minassian, Ter-Minassian, Lucile, Liran Szlak +7 · 1 citation
   Computer Science · Engineering · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
5. Does your model understand genes? A benchmark of gene properties for biological and text models
   2024/12/05 by Yoav Kan‐Tor, Kan-Tor, Yoav, Michael M. Danziger +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research